UX, Design & Dev Articles

AIG CEO Zaffino Highlights Integration of GenAI to Create Digital Twin of Business

AI Agents & The Need For An Agentic Spectrum | by Cobus Greyling | Medium

The AI Agent Spectrum - by Nathan Lambert - Interconnects

Dapr Agents: Combining AI Agents & Workflows for Production Systems | Diagrid Blog

Building Effective AI Agents \ Anthropic

MIT report: 95% of generative AI pilots at companies are failing | Fortune

A product manager’s guide for difficult conversations | by Adrian H. Raudaschl | UX Collective

3 methods to organize productive brainstorming | Slava Shestopalov | Design Bridges

How to conduct design review meetings that don’t get derailed | by Sean Harris | UX Collective

AI traffic is up 527%. SEO is being rewritten.

Mastering prompting techniques for vibe coding | by Zahwah Jameel | Medium

The Only ChatGPT Prompt that Matters. | by Jordan Gibbs | Jul, 2025 | Medium

How to write better prompts for AI design & code generators | by Nick Babich | May, 2025 | UX Planet

The Impact of AI on UX Design: Opportunities and Challenges | by Luísa Quinn | UX Planet

The Rise of AI in UX Design: Opportunities and Challenges | by jacob gruver | Bootcamp | Medium

How to write better prompts for AI design & code generators | by Nick Babich | May, 2025 | UX Planet

Scientists Develop Material That Removes 99% Of PFOA From Water In Just 5 Minutes

Robotic neck surgery replaces heart valve without chest incision

Watch: Student‑built 3D-printed drone flies, dives, and swims

Richtech Robotics' ADAM serves drinks at Kennedy Space Center - The Robot Report

Signify Launches 3D-Printed Office Lighting Made from 75% Recycled Materials - 3D Printing

Scientists Use Lightning To Make Ammonia out of Thin Air

Phones, Data Centers, Laptops – One New Alloy Could Supercharge Them All

Floss-based flu vaccine triggers full immunity in mouse study

EPFL Researchers Develop Programmable Lattice Structure for Robotics Using Single Foam Material - 3D Printing

Scientists Supercharge Sugar Substitute – And It Starts Killing Cancer

SS Innovations completes intercontinental robotic cardiac telesurgery with SSi Mantra - The Robot Report

Breakthrough recovery technique brings dead donor hearts back to life

New chemical shield protects DNA from damage and disease

This Fish Can Regrow Its Hearing Cells – And Scientists Just Found Out How

3D-printed steel bacteria battery hits record-breaking energy output

Scientists teleport telecom qubit to solid-state quantum memory

3D-Printed Heart Patches: New Approaches for Cardiac Tissue Regeneration

Designer Bacteria Could One Day Make Cheese Without Milk

MIT’s 3-in-1 training tool eases robot learning

Scientists create compostable food packaging that leaves no trace

Digital twins and generative AI: A powerful pairing | McKinsey & Company

AI Agents in 2025: Expectations vs. Reality | IBM

Large language models empowered agent-based modeling and simulation: a survey and perspectives | Humanities and Social Sciences Communications

AI-Driven Digital Twins: Revolutionizing Modern Industry

Agentic AI: What you need to know about AI agents | CSAIL Alliances

Optimizing Manufacturing with Digital Twins Simulations and AI Agents

Why AI Companies Are Launching Their Own Web Browsers

Emerging UX patterns in Generative AI experiences | by Ryan Tang | UX Collective

Neurodesign in UX: What cognitive science can teach us about better interfaces | by Anukampa Choudhary | Jul, 2025 | Muzli - Design Inspiration

Model Once, Represent Everywhere: UDA (Unified Data Architecture) at Netflix | by Netflix Technology Blog | Jun, 2025 | Netflix TechBlog

How Netflix Solved a Hidden Data Chaos with UDA Unified Data Architecture | by surya M | Jun, 2025 | Medium

Emerging UX patterns in Generative AI experiences | by Ryan Tang | UX Collective

Beyond SEO: Winning Visibility in the AI Search Era

Examples of AI Transformation Reports | by Valere | Medium

Advancing AI Transformation: A Roadmap for Businesses and Governments > Press releases | World Economic Forum

Client case: Discovering and scaling GenAI together with PostNL | Deloitte Netherlands

10 Things High-Performing GenAI Leaders Do

The UX butterfly effect. Understanding unintended consequences… | by Martin Tomitsch | Jun, 2025 | UX Collective

Understand Legacy Code | Understand Legacy Code

Why You Need an AI Policy in 2025 & How to Write One [+ Template]

A Guide on How To Inspire Your Employees to Use AI in 2025

Employee AI use is skyrocketing – here's how to manage it | Interact software

How To Track Employee AI Usage

A Guide on How To Inspire Your Employees to Use AI in 2025

How to Secure and Govern Microsoft 365 Copilot at Scale

Candidate Generation and Ranking Model | by Prem Vishnoi(cloudvala) | Medium

LLM Leaderboard 2025 - Verified AI Rankings

Chatbot Arena | OpenLM.ai

Is Your Product at Risk of AI Disruption?

Chatbot Arena | OpenLM.ai

SEAL LLM Leaderboards: Expert-Driven Private Evaluations

Promptframes: Evolving the Wireframe for the Age of AI - NN/g

SEO still matters for AI Search engines  - ZipTie

What content works well in LLMs? - by Kevin Indig

Generative Engine Optimization (GEO): How Does it Actually Work? | Relato

Why Do We Need Zero Click Marketing? - SparkToro

In a Zero-Click World, Traffic is a Terrible Goal - SparkToro

AI Search Optimization: A Practical Guide

The New Skill in AI is Not Prompting, It's Context Engineering

The R.I.D.E. Deep Research Prompt Framework | White Beard Strategies

Top 6 Examples of AI Guidelines in Design Systems – Blog – Supernova.io

Patterns | 🚧 AI guidelines | Soul Design System

How I Code With LLMs These Days | Honeycomb

10 Things High-Performing GenAI Leaders Do

Charted: Productivity Gains from Using AI

Is Your Product at Risk of AI Disruption?

(2) Les IA "hallucinent"… et ce n’est pas (forcément) un problème | LinkedIn

Model Once, Represent Everywhere: UDA (Unified Data Architecture) at Netflix | by Netflix Technology Blog | Jun, 2025 | Netflix TechBlog

Promptframes: Evolving the Wireframe for the Age of AI - NN/g

Designing for AI Engineers: UI patterns you need to know | by Eve Weinberg | UX Collective

LukeW | Agent Management Interface Patterns

LukeW | The Receding Role of AI Chat

LukeW | Usable Chat Interfaces to AI Models

Where should AI sit in your UI?. Mapping emerging AI UI patterns and how… | by Sharang Sharma | Jun, 2025 | UX Collective

People + AI Guidebook - Principles & Patterns

Context Engineering for Agents

12-factor-agents/content/factor-03-own-your-context-window.md at main · humanlayer/12-factor-agents

The rise of "context engineering"

Measuring UX: Your First Step Towards Objective Evaluation | by Roma Videnov, UMUX, SUS, SEQ, Levels of success, Time on Task. UX metrics. | UX Planet

Potluck: Dynamic documents as personal software

What makes user interfaces intelligent? | by Daniel Buschek | UX Collective

AI Adaptive User Interfaces: 20 Advances (2025) - Yenra

Taming the Genie: How to Read the Code You Just Wished Into Existence

Don't Just Think, Focus—Unlock the Magic of Reasoning Models with Chain-of-Refinement Prompting

Reasoning best practices - OpenAI API

Stop Waiting for New AI Models: Here's How to Use Data to Make AI at Work, WORK

How to Prompt with Wake Words in ChatGPT: One Word Callouts Save Hours Prompting on Common Tasks

Using AI Right Now: A Quick Guide - by Ethan Mollick

From Figma to Interactive Components in Minutes

Design Guidelines For Better Notifications UX | LinkedIn

Figma Design System - Preview Only – Figma

Free Figma Component Library | Figcomponents

Effective Prompt Writing with Cursor: Ways to Create the Right Commands for Artificial Intelligence | by Ozgur Aktas | No Time | Medium

What’s the Magic Word? A Control Theory of LLM Prompting

GitHub - LinkedInLearning/advanced-prompt-engineering-techniques-3817061: This repo is for LinkedIn Learning course: Advanced Prompt Engineering Techniques

Prompt engineering

How to Craft Prompts for Different Large Language Models Tasks | phData

I Tested Google Stitch AI and Discovered (The End of UI Designers) | by Joe Njenga | May, 2025 | Generative AI

Zero UI: The Future of Interface Design | by planck_deeptech | May, 2025 | Medium

Zero UI — The Future of Interfaces - WebFX

Assessing organizational readiness to embrace the AI revolution - Mercer | Mettl

The New Skill in AI is Not Prompting, It's Context Engineering

Falsehoods programmers believe about time, in a single list

Cursor IDE Tutorials | Language Settings & System Prompts Guide

A Designer’s Guide To Time Zone Selection UX | LinkedIn

Best Prompt Techniques for Best LLM Responses | by Jules S. Damji | The Modern Scientist | Medium

Don't Let Your LLM Hallucinate—Check Out These Prompting Rules and Methods!

Don't Let Your LLM Hallucinate—Check Out These Prompting Rules and Methods!

26 prompting tricks to improve LLMs | SuperAnnotate

LLM Prompting Techniques - Lamatic.ai Docs

Advanced Prompt Engineering - Practical Examples

How to Build AI Agents Step-by-Step with LangGraph | Data Science Collective

Effective Prompt Writing with Cursor: Ways to Create the Right Commands for Artificial Intelligence | by Ozgur Aktas | No Time | Medium

Introducing our Dev Mode MCP server: Bringing Figma into your workflow | Figma Blog

Guide to the Dev Mode MCP Server – Figma Learn - Help Center

Figma MCP and the most useful Figma resources for designers 🌟

Design to Code with the Figma MCP Server

Figma’s New Dev Mode MCP Ai - Big Deal for Design Systems (🔗 Resources Inside)

Websites With More Organic Search Traffic Get Mentioned More in AI Search

How to Build AI Agents Step-by-Step with LangGraph | Data Science Collective

LukeW | Common AI Product Issues

I Stopped Writing Code. My Productivity Exploded.

We Studied the Impact of AI Search on SEO Traffic | Our Findings

Marketing et innovation, le site des marketeurs visionnaires

AI has a UX problem. AI products, like most, need more… | by caroline sinders | UX Collective

AI's Biggest Challenges Are Still Unsolved | Scientific American

Malleable software: Restoring user agency in a world of locked-down apps

The politics of Design Systems. Why building trust matters more than… | by Jon Daiello | Jun, 2025 | UX Collective

Competency model. Everyone seems to want a ladder, maybe… | by Jason Mesut | Shaping Design | Medium

Team Development Cards. A great way to capture development… | by Jason Mesut | Shaping Design | Medium

Foundational skills. Remember to exercise the core muscles… | by Jason Mesut | Shaping Design | Medium

Disciplines of DesignOps. Mapping the different disciplines fo… | by Jason Mesut | Shaping Design | Medium

Framing DesignOps or design leadership focus | by Jason Mesut | Shaping Design | Medium

Classifying design value. Using frameworks to better clarify… | by Jason Mesut | Shaping Design | Medium

UX scenarios + GenAI. Using AI for ideation, UX scenarios… | by Chris R Becker | Jun, 2025 | UX Collective

UX scenarios + GenAI. Using AI for ideation, UX scenarios… | by Chris R Becker | Jun, 2025 | UX Collective

Inverted Bloom's for the Age of AI - by Michelle Kassorla

𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝗽𝗲𝗼𝗽𝗹𝗲 𝗥𝗘𝗔𝗟𝗟𝗬 𝘂𝘀𝗶𝗻𝗴 𝗚𝗲𝗻𝗔𝗜 𝗳𝗼𝗿 𝗶𝗻 2025?

Google rolling out upgraded Gemini 2.5 Pro preview

What is Atomic UX Research? | by Daniel Pidcock | Prototypr

UI/UX skills matrix template to evaluate designers level | Cieden

Foundations of atomic research. User research is fundamentally… | by Tomer Sharon | Medium

Gutes Anforderungsmanagement – So sparen Sie Geld in Softwareprojekten - wobe-systems GmbH

How to Become a Cyborg Company with Dr. Vivienne Ming

Self-Ask Prompting. Self-Ask Prompting is a progression… | by Cobus Greyling | Medium

12 Prompt Engineering Techniques. Prompt Engineering can be described as… | by Cobus Greyling | Medium

Setting up performance reviews for Product Designers | by Adam Sadowski | UX Collective

Fixing product design career paths with the Mirror Model | by Ryan Ford | UX Collective

A guide to becoming a senior product designer | by Aaron James | UX Collective

A Growth Framework for Design Teams | by Shannon E. Thomas | Bootcamp | Medium

Atomic research in the European Commission — a UX case study | by Pedro Almeida | UX Collective

Surfing the Guardrails: 7 Production-Grade Prompting Patterns I Stole from Claude's (Alleged) System Prompt

The Copilot Delusion

LLM SEO Course for Beginners (Rank on ChatGPT, Perplexity, and Grok) - YouTube

AI SEO for LLM: How to be Mentioned and Recommended by ChatGPT, Perplexity, and Grok - YouTube

What Is the Cost of a Requirement Error? | StickyMinds

Mastering System Prompts for AI Agents | by Patric | Medium

Common Requirements Problems, Their Negative Consequences, and the Industry Best Practices to Help Solve The

The actual cost of requirements in software engineering

AI-First Design: A Comprehensive Guide for UX Designers | by Lana Holston | Bootcamp | Medium

The math and logic behind ChatGPT. This paper is all you need. | by Joshua Anang | May, 2025 | Medium

Bad Requirements

Cost of bad requirements

Dark mode & accessibility myth by Stéphanie Walter - UX Researcher & Designer.

GitHub MCP Exploited: Accessing private repositories via MCP

The 7 Knowledge Management Trends Shaping 2025 | Bloomfire

Making AI Work: Leadership, Lab, and Crowd AI leadership

Browse 187 AI UX Interactions

LLM Optimization explained | How to optimize for AI search

How Can My Brand Appear in Answers from ChatGPT, Perplexity, Gemini, and Other AI/LLM Tools? - SparkToro

Claude 3.7 Sonnet: the first AI model that understands your entire codebase | by Thack | AI Today | Medium

Prompt Driven Product Dev.

Inside the Attention Mechanism: What’s Really Happening When an LLM Processes Your Prompt | by Coders Stop | Apr, 2025 | Medium

Inclusivity guide: usability design for left handedness 101 | by Ruben Babu | Medium

Why the world is not designed for left-handed people | by Elvis Hsiao | UX Collective

Mobile Accessibility Target Sizes Cheatsheet – Smart Interface Design Patterns

Are Right-Aligned Buttons More Efficient for Right-Handed People?

Discover Hidden UX Flaws With the Opposite-Handed UX Test | by Jeffrey Huang | UX Planet

Introduction to Large Language Models: Everything You Need to Know for 2025 [+Resources] | Lakera – Protecting AI teams that disrupt the world.

LLM: Attention is All you need! | LinkedIn

🧠Understanding LLM Context Windows: Tokens, Attention, and Challenges | by Tahir | Medium

Void

Zed — The editor for what's next

How AI model bias impacts trust | Deloitte Insights

Biases in Artificial Intelligence: How to Detect and Reduce Bias in AI Models

No More User Interface? - Jakob Nielsen on UX

Prompta - AI Prompt Library

The Guide To LLM Evals: How To Build and Benchmark Your Evals | by Aparna Dhinakaran | TDS Archive | Medium

How LLMs access real-time data from the web

Top 12 Prompting Techniques: Benefits and Use Cases - TypingMind Blog

Prompt Engineering vs Fine-Tuning: Understanding the Pros and Cons

LLM Prompt Engineering: The First Step in Realizing the Potential of GenAI

Accessibility in Design Systems: A Comprehensive Approach Through Documentation and Assets – Blog – Supernova.io

Why are big tech companies so slow? | sean goedecke

Anthropic prompts guidelines

AI for Marketers: 6 Essential Tools & Use Cases in 2025

Why are big tech companies so slow? | sean goedecke

RAG vs Prompt Engineering: Getting the Best of Both Worlds

Prompt Engineering Techniques: Top 5 for 2025

Prompt engineering overview - Anthropic

Full text of "Whitepaper on Prompt Engineering by Google"

GitHub - anthropics/prompt-eng-interactive-tutorial: Anthropic's Interactive Prompt Engineering Tutorial

Prompting capabilities | Mistral AI Large Language Models

Prompting DeepSeek-R1

vectara/hallucination_evaluation_model · Hugging Face

GPT-4.1 Prompting Guide | OpenAI Cookbook

LukeW | The Evolution of AI Products

AI writes my code for me. …and it’s making me a better engineer | by Jacob Bennett | Apr, 2025 | AI Advances

Opik: Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Explaining Tokens — the Language and Currency of AI | NVIDIA Blog

Du SEO au GEO : Comment adapter votre référencement à l’ère des IA génératives, chatbots et assistants?

Google’s SECRET AI Just Killed Cursor! (Firebase Studio is INSANE) | AI Advances

My Journey with Cursor: Revolutionizing Test Automation Through AI | by Devan | Apr, 2025 | Medium

Installation - Crawl4AI Documentation (v0.6.x)

How To Use AI In Automation Testing: A Comprehensive Guide | by Bosun Sogeke | Medium

How to Use Generative AI in Performance Testing | by Bosun Sogeke | Medium

How Poor Requirements Lead to Catastrophic Software Failures | by Bosun Sogeke | Medium

LLM Optimization: Appear In AI Search Results | Analyzify

LLM-SEO: The future of search engine optimisation for companies - Digitale Transformation, Software Engineering, Ventures - Deep Impact

The Agentic Engineering Loop. AI coding assistants like Cursor… | by jason arbon | Apr, 2025 | Medium

Here Comes the Second Wave Of Intelligent Agents | by Rafe Brena, Ph.D. | Predict | Apr, 2025 | Medium

Teaching AI to understand our world: explaining ontologies like you’re 5 years old | by Vlad Radziuk | Apr, 2025 | AI Advances

8 design breakthroughs defining AI’s future | by Patrick Morgan | UX Collective

A guide to AI prototyping for product designers | by Ben | UX Collective

How to Prevent the Negative Impacts of Poor Requirements - Business Analyst Articles, Webinars, Templates, Jobs

LLM-SEO: The future of search engine optimisation for companies - Digitale Transformation, Software Engineering, Ventures - Deep Impact

(4) The impact of Google’s AI search, algorithms and other LLM’s on traffic sources | LinkedIn

How search query length is shifting in the LLM era: Insights for brands

LLM Optimization: Appear In AI Search Results | Analyzify

AI Model & API Providers Analysis | Artificial Analysis

TARS: A product metric game changer | by Adrian H. Raudaschl | UX Collective

Why I used Notion to document my UX Research case study | by Steffan Morris Hernandez | Bootcamp | Medium

Utilising Notion as your UX research repository | by Odette Jansen | Medium

🤖Manus AI: AI Agent Use Cases and Benchmarks | by Tahir | Mar, 2025 | Medium

AI UX Patterns Listing

Designing for Agentive UX — A Guide | by Kshitij Agrawal | AI-UX Collective | Medium

How top designers are actually using AI in Client work (No BS edition) | by Kshitij Agrawal | AI-UX Collective | Medium

AI Is Flipping UX Upside Down: How to Keep Your UX Job, and Why Figma is a Titanic (It’s not for the Reasons You Think) | by UX Magazine | Apr, 2025 | Medium

How I Actually Use AI in UX Design | by Adam Fard | Medium

The Double Diamond Design Process | Splunk

Is Behavioral Design the Future of User Experience? | by Zoondia qa | Medium

How to apply a design thinking, HCD, UX or any creative process from scratch — Revised & New Version | by Dan Nessler | UX Collective

TBM 220: Effort vs. Value Curves - by John Cutler

UX Myths

Myth #34: Simple = minimal - UX Myths

🧠 How To Reduce Cognitive Load In UX

Designing for AI Engineers: UI patterns you need to know | by Eve Weinberg | Feb, 2025 | UX Collective

What Is Agentic AI, and How Will It Change Work?

What is Agentic AI and How Can it Help Enterprises | Sprinklr

UI/UX Patterns for AI Products: Series 4— Crafting AI Response Outputs: Types and Design Considerations | by Soonk Paik | Bootcamp | Medium

2025 UX Trends — The Evolution from UI (User Interface) to UI (User Intent): A New Era in Human-Agent Interaction | by Prof. MING WEN | Medium

Utilising Notion as your UX research repository | by Odette Jansen | Medium

3 Wishes for AI UX

Diamond Prompting in UX Work

AI Agent Store: AI Agent Marketplace/Directory, AI Agency list

BestAIAgents - Discover the Best AI Agents for workflow automation

AI Agents Landscape & Ecosystem (April 2025): Complete Interactive Map

8 UX Tips for Designing AI Products | UX Collective

UI/UX Patterns for AI Products: Series 5— Navigating the Line Between Search, Prompts, and Chatbots | by Soonk Paik | Bootcamp | Medium

UI/UX Patterns for AI Products: Series 7- Managing Context Continuity | by Soonk Paik | Bootcamp | Medium

UI/UX Patterns for AI Products: Series 6-Handling User Frustration | by Soonk Paik | Muzli - Design Inspiration

UI/UX Patterns for AI Products:Series 3—Navigating View-Specific and External Contexts | by Soonk Paik | Bootcamp | Medium

How to turn an idea into a prototype with AI | by Xinran Ma | Bootcamp | Medium

How AI is Transforming UX Design Systems: Patterns, Trends, and Future Directions | by Gabriela Nino | Feb, 2025 | Design Systems Collective